📊 Showing 6 results | 📏 Metric: mAP
| Rank | Model | Paper | mAP | Date | Code |
|---|---|---|---|---|---|
| 1 | Fast R-CNN | Detecting People in Artwork with CNNs | 59.00 | 2016-10-27 | 📦 BathVisArtData/PeopleArt |
| 2 | PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt) 📚 | Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History | 49.70 | 2023-01-12 | - |
| 3 | TOOD (Task-aligned One-stage Object Detection; trained on PeopleArt and PoPArt) 📚 | Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History | 47.80 | 2023-01-12 | - |
| 4 | PVT (Pyramid Vision Transformer) | Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History | 46.50 | 2023-01-12 | - |
| 5 | TOOD (Task-aligned One-stage Object Detection) | Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History | 46.10 | 2023-01-12 | - |
| 6 | FasterRCNN (trained on StyleCOCO) | Improving Object Detection in Art Images Using Only Style Transfer | 36.00 | 2021-02-12 | 📦 dkadish/Style-Transfer-for-Object-Detection-in-Art |